Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 3.635645 4.030104 4.458687 4.960461 5.533738 6.170512 6.934431
2025-08-03 3.094414 3.625739 4.244271 5.023319 5.986500 7.148987 8.674502
2025-08-10 2.741145 3.341286 4.075573 5.051704 6.332922 7.982430 10.308576
2025-08-17 2.413372 3.029980 3.813274 4.898630 6.391490 8.415319 11.442648
2025-08-24 2.189376 2.818338 3.643296 4.828100 6.526136 8.936815 12.742108
2025-08-31 2.022578 2.661438 3.523414 4.801759 6.703529 9.520818 14.198680
2025-09-07 1.936191 2.602919 3.527802 4.943842 7.131054 10.515120 16.437822
2025-09-14 1.813578 2.481407 3.429314 4.919776 7.296247 11.112878 18.107163
2025-09-21 1.699953 2.362787 3.323154 4.870050 7.409223 11.630532 19.708925
2025-09-28 1.555918 2.188886 3.120659 4.649912 7.218061 11.606275 20.302185
2025-10-05 1.491185 2.128418 3.084556 4.689879 7.462059 12.362246 22.506809
2025-10-12 1.443826 2.090498 3.079349 4.777765 7.794507 13.314968 25.274663
2025-10-19 1.400422 2.057287 3.081296 4.881668 8.174406 14.423360 28.634739
2025-10-26 1.351936 2.012810 3.061645 4.946329 8.489651 15.452040 32.050469
2025-11-02 1.300494 1.960000 3.023934 4.974627 8.737478 16.377476 35.433231
2025-11-09 1.220753 1.856253 2.893798 4.824482 8.620330 16.518702 36.906639
2025-11-16 1.161914 1.783594 2.811625 4.755272 8.656111 16.993106 39.345143
2025-11-23 1.114961 1.728100 2.755322 4.729422 8.776694 17.671849 42.497883
2025-11-30 1.097957 1.722089 2.784733 4.868861 9.257534 19.251364 48.627522
2025-12-07 1.056797 1.672284 2.732933 4.845245 9.384494 20.006489 52.517339
2025-12-14 1.014718 1.618696 2.671037 4.796444 9.450278 20.620228 56.139785
2025-12-21 0.951487 1.525135 2.531220 4.580380 9.118222 20.178692 56.184048
2025-12-28 0.927681 1.500230 2.516679 4.619612 9.375944 21.310136 61.935783